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This series of lectures gives an introduction to complex analysis.

This online video lecture series gives an introduction to Reinforcement Learning.

This online course discusses numerical methods for Partial Differential Equations (PDE).

This online lecture gives an introduction to the dependability and reliability of hardware and software systems.

This online lecture gives an introduction to the concept of Parallel Programming.

Effective field theory is a fundamental framework to describe physical systems with quantum field theory.

This online lecture is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.

This online course teaches the toolkit for mastering challenges in computational psychiatry. It covers a variety of mathematical models for studying learning, decision-making or...

Basic principles of statistical mechanics are examined in this online lecture, such as the laws of thermodynamics and the concepts of temperature, work, heat, and entropy....

This online course provides a basic introduction to metric spaces. It covers metrics, open and closed sets, continuous functions (in the topological sense), function spaces,...

This online lecture provides a review of linear algebra, including applications to networks, structures, and estimation, Lagrange multipliers. (The title of part 2 is:...

This online lecture uses the theory and application of atomistic computer simulations to model, understand, and predict the properties of real materials.

This online lecture offers a holistic view of the aircraft as a system, covering: basic systems engineering; cost and weight estimation; basic aircraft performance; safety and...

This video lecture discusses model driven software engineering (theory and tool support).

This online lecture series explores functional analysis, i.e. solving both linear and nonlinear problems posed on a normed space that is no longer finite-dimensional. Topics...

The 16 lectures in this course cover the topics of adaptive antennas and phased arrays.

This online lecture emphasizes dynamic models of growth and development. Topics covered include: migration, modernization, and technological change; static and dynamic models of...

Basic principles of Statistical Mechanics are examined in this online lecture. Topics include: Thermodynamics, probability theory, kinetic theory, classical statistical...

This online lecture is an introduction to several fundamental ideas in electrical engineering and computer science, using digital communication systems as the vehicle.

The focus of this course (part 2 of 2) is on coding techniques for approaching the Shannon limit of additive white Gaussian noise (AWGN) channels, their performance analysis,...